Beijing opens a 'kindergarten' for robots: learning by trial and error, not drills
Tashan Technology and Turing laureate Richard Sutton's team built a three-zone facility at Shougang Park where robots explore, fall down and improvise — a deliberate alternative to China's 70-plus robot training fields.
A ‘robot kindergarten’ at Beijing’s Shougang Park opened in September, co-built by tactile-sensing company Tashan Technology and the team of 2024 Turing Award winner Richard Sutton, China News Service reported on October 5. More than ten robots of different forms are enrolled — running on colored tracks, climbing low obstacles, and, when their electronic skin is pressed, exclaiming that it hurts.
The facility is organized in three stages, according to Tashan R&D vice president Hou Guangdong. In the testing zone, fingertip electronic skin senses three-dimensional force, direction and temperature, while limbs and torso register collisions — robots learn to pick up tofu and potato chips without crushing them. The learning zone uses soft materials like ball pits, mirroring what toddlers touch first; when the environment offers no immediate feedback, robots issue themselves rewards through reinforcement learning and explore out of ‘curiosity.’ The interaction zone aims higher: robots watching each other like children imitating parents, picking up new skills and cooperating to carry large objects with no human commands at all.
The concept is a deliberate contrast with China’s robot training fields, which drill robots on human demonstrations to mass-produce labeled data. The kindergarten, Hou said, emphasizes autonomous interaction and trial-and-error feedback in open environments — ‘a fall is also feedback; it tells the robot what to avoid.’ Beijing University of Posts and Telecommunications professor Fang Bin framed the underlying thesis: like children, robots should acquire intelligence through practice, and the core of embodied intelligence is continuous interaction with the physical environment, people and other robots.
Context matters: a 2026 China Academy of Information and Communications Technology report counts more than 70 training grounds already operating in China as of the end of June, with 46 more under construction or planned. The kindergarten is still exploratory, the team concedes. And the usual caveats apply — the facility tour and its framing come from Tashan itself, a tactile-sensor maker with a commercial interest in the approach. But as a research bet it is a notable one: if the bottleneck for useful humanoids is generalization rather than demonstration, a school for falling down may teach more than a gym for showing off.